DZone

FEBRUARY 27, 2024

This article will explore the concept of multi-layered caching from both architectural and development perspectives, focusing on real-world applications like Instagram, and provide insights into designing and implementing an efficient multi-layered cache system.

Cache 173

Cache Efficiency Architecture Design 173

Dynatrace

APRIL 5, 2024

Details of the root cause The developer deems it appropriate to either exclude or designate this error as acceptable during the patch release to prevent being overwhelmed with false positive alerts. Contact Sales The post Efficient SLO event integration powers successful AIOps appeared first on Dynatrace news.

Efficiency 264

Efficiency Traffic Tuning Metrics 264

DZone

JANUARY 2, 2025

We want developers to be able to work efficiently while taking ownership of their databases. Do Not Wait With Checks Teams aim to maintain continuous database reliability, focusing on ensuring their designs perform well in production, scale effectively, and allow for safe code deployments. Lets explore how.

Database 223

Database Speed Efficiency Monitoring 223

DZone

JANUARY 26, 2024

The cornerstone is a well-designed and painstakingly built messaging system, which allows for smooth communication and data exchange across diverse components. A distributed application’s complicated tapestry strongly relies on its messaging system's durability and reliability.

Scalability 264

Scalability Design Systems Architecture 264

DZone

DECEMBER 18, 2023

Energy efficiency has become a paramount concern in the design and operation of distributed systems due to the increasing demand for sustainable and environmentally friendly computing solutions.

Energy 182

Energy Efficiency Systems IoT 182

Dynatrace

FEBRUARY 4, 2025

Dynatrace Live Debugger makes troubleshooting efficient, seamless, and non-disruptive. It saves time and gives developers a deep understanding of their codes behavior, making the processes significantly more efficient and effective. However, that would be worthless if your code base is insecure or data privacy is breached.

Open Source 223

Open Source Code Engineering Best Practices 223

The Netflix TechBlog

SEPTEMBER 3, 2021

How can we achieve a similar functionality when designing our gRPC APIs? Add FieldMask to the Request Message Instead of creating one-off “include” fields, API designers can add field_mask field to the request message: [link] Consumers can set paths for the fields they expect to receive in the response. Field names are not included.

Design 246

Design Java Code Servers 246

Dynatrace

NOVEMBER 29, 2024

This certification is specifically designed for Cloud Service Providers (CSPs) and builds upon the more generic approaches of ISO 27001 and SOC 2 Type II. Streamlined audits : Customers can leverage our certification during their own audits, making the process more efficient and providing evidence of our commitment to security.

Benchmarking 246

Benchmarking Government Innovation Cloud 246

The Netflix TechBlog

FEBRUARY 10, 2021

Stranger Things imagery showcasing the inspiration for the Hawkins Design System by Hawkins team member Joshua Godi ; with art contributions by Wiki Chaves Hawkins may be the name of a fictional town in Indiana, most widely known as the backdrop for one of Netflix’s most popular TV series “Stranger Things,” but the name is so much more.

Design 233

Design Systems Engineering Entertainment 233

Dynatrace

NOVEMBER 29, 2024

Protect data in multi-tenant architectures To bring you the most value by unifying observability and security in one analytics and automation platform powered by AI, Dynatrace SaaS leverages a multitenancy architecture, enabling efficient and scalable data ingestion, querying, and processing on shared infrastructure.

Storage 246

Storage AWS Azure Architecture 246

The Netflix TechBlog

NOVEMBER 12, 2024

By: Rajiv Shringi , Oleksii Tkachuk , Kartik Sathyanarayanan Introduction In our previous blog post, we introduced Netflix’s TimeSeries Abstraction , a distributed service designed to store and query large volumes of temporal event data with low millisecond latencies. Today, we’re excited to present the Distributed Counter Abstraction.

Latency 247

Latency Cache Infrastructure Strategy 247

Dynatrace

NOVEMBER 20, 2024

Future-proofing protection A modern security approach is circular: There’s no start or endpoint but rather a state of ongoing innovation and development designed to help organizations future-proof their protection against evolving threats. Ensuring business resiliency requires a proactive approach to security and observability.

Best Practices 299

Best Practices Innovation Azure Cloud 299

Scalegrid

FEBRUARY 6, 2025

RabbitMQ is designed for flexible routing and message reliability, while Kafka handles high-throughput event streaming and real-time data processing. Kafka scales efficiently for large data workloads, while RabbitMQ provides strong message durability and precise control over message delivery. What is RabbitMQ?

Latency 147

Latency Analytics Architecture Storage 147

Dynatrace

NOVEMBER 4, 2024

Business events: Delivering the best data It’s been two years since we introduced business events , a special class of events designed to support even the most demanding business use cases. Simplified and enhanced analytics efficiency. Our Business Analytics solution is a prominent beneficiary of this commitment.

Analytics 241

Analytics Airlines Metrics Monitoring 241

Scalegrid

MARCH 10, 2025

Key features: Visual schema and table design SQL editor with syntax highlighting and autocomplete User and permission management Performance dashboards and slow query analysis Backup and restore utilities Its a great choice if you want an integrated experience and dont mind a slightly steeper learning curve.

Open Source 162

Open Source Database Design Cloud 162

DZone

JUNE 22, 2023

It involves a combination of techniques and best practices aimed at reducing latency, improving user experience, and increasing the overall efficiency of the system. API performance optimization is the process of improving the speed, scalability, and reliability of APIs.

Scalability 245

Scalability Design Best Practices Performance 245

Scalegrid

FEBRUARY 24, 2025

This guide will cover how to distribute workloads across multiple nodes, set up efficient clustering, and implement robust load-balancing techniques. The architecture of RabbitMQ is meticulously designed for complex message routing, enabling dynamic and flexible interactions between producers and consumers.

Best Practices 147

Best Practices Traffic Strategy Efficiency 147

Dynatrace

FEBRUARY 4, 2025

In this blog post, we will see how Dynatrace harnesses the power of observability and analytics to tailor a new experience to easily extend to the left, allowing developers to solve issues faster, build more efficient software, and ultimately improve developer experience!

Development 235

Development Analytics Code Architecture 235

Dynatrace

OCTOBER 30, 2024

We equip our customers with the insights necessary to enhance user experiences and improve operational efficiency. Gartner does not endorse any vendor, product or service depicted in its research publications and does not advise technology users to select only those vendors with the highest ratings or other designation.

Monitoring 245

Monitoring Innovation Mobile Strategy 245

DZone

FEBRUARY 28, 2025

It is designed for simplicity and cost-efficiency. Grafana Loki is a horizontally scalable, highly available log aggregation system. Created by Grafana Labs in 2018, Loki has rapidly emerged as a compelling alternative to traditional logging systems, particularly for cloud-native and Kubernetes environments.

Architecture 130

Architecture Scalability Efficiency Cloud 130

Dynatrace

MARCH 5, 2025

This shift is driving increased adoption of the Dynatrace platform, as our customers leverage our unified observability solutionpowered by Grail, our hyperscale data lakehouse, designed to store, process, and query massive volumes of observability, security, and business data with high efficiency and speed.

Innovation 189

Innovation Speed Efficiency Engineering 189

Dynatrace

JANUARY 15, 2025

They offer a comprehensive end-to-end solution to these challenges, providing functionalities designed to enhance compliance and resilience in IT environments.

Systems 264

Systems DevOps Monitoring Analytics 264

Dynatrace

JANUARY 22, 2025

This awareness allows teams to allocate and scale resources more effectively, reducing costs while ensuring CI/CD pipelines operate smoothly and efficiently. With Dynatrace, you can monitor runner resource usage and consumption patterns, identify inefficiencies, and optimize runner performance. However, these use cases are just the beginning.

Monitoring 242

Monitoring DevOps Metrics Virtualization 242

The Netflix TechBlog

MARCH 4, 2025

The Insight TriadAPI To efficiently understand the health of a title and triage issues quickly, all implementations of the observability endpoint must answer: is the title eligible for this phase of promotion, if notwhy is it not eligible, and what can be done to fix any problems. The request schema for the observability endpoint.

Traffic 160

Traffic Strategy Entertainment Innovation 160

DZone

AUGUST 14, 2024

When building ETL data pipelines using Azure Data Factory (ADF) to process huge amounts of data from different sources, you may often run into performance and design-related challenges. This article will serve as a guide in building high-performance ETL pipelines that are both efficient and scalable.

Azure 306

Azure Cloud Scalability Efficiency 306

The Netflix TechBlog

JANUARY 2, 2025

To better guide the design and budgeting of future campaigns, we are developing an Incremental Return on Investment model. Ideally, we would have causal estimates from an A/B test to use for validation, but since that is not available, we use another causal inference design as one of our ensemble of validation approaches.

Analytics 187

Analytics Engineering Games Entertainment 187

Scalegrid

JANUARY 5, 2024

Enhanced data security, better data integrity, and efficient access to information. Despite initial investment costs, DBMS presents long-term savings and improved efficiency through automated processes, efficient query optimizations, and scalability, contributing to enhanced decision-making and end-user productivity.

Efficiency 147

Efficiency Storage Database Scalability 147

Dynatrace

MARCH 5, 2025

Thermal design power (TDP) values are derived from AMD and Intel to calculate CPU power consumption. The FinOps Foundation includes sustainability in its framework, stating, FinOps and cloud sustainability mutually support each other through a similar approach to conscientious and responsible technology usage that enables workload efficiency.

Energy 223

Energy Analytics Traffic Cloud 223

Dynatrace

OCTOBER 16, 2024

Ready-made dashboards and notebooks address this concern by offering pre-configured data visualizations and filters designed for common scenarios like troubleshooting and optimization. These ready-made dashboards offer your platform engineers, who oversee Kubernetes environments, immediate and comprehensive data visibility.

Social Media 263

Social Media Metrics Network Analytics 263

The Netflix TechBlog

DECEMBER 17, 2024

How can we design systems that recognize these nuances and empower every title to shine and bring joy to ourmembers? This led to a suite of fragmented scripts, runbooks, and ad hoc solutions scattered across teamsan approach that was neither sustainable nor efficient. Yet, these pages couldnt be more different.

Traffic 168

Traffic Scalability Strategy Monitoring 168

Dynatrace

MAY 7, 2024

Fluent Bit is a telemetry agent designed to receive data (logs, traces, and metrics), process or modify it, and export it to a destination. Fluent Bit was designed to help you adjust your data and add the proper context, which can be helpful in the observability backend. What’s the difference between Fluent Bit and Fluentd?

Best Practices 279

Best Practices IoT Metrics Storage 279

DZone

OCTOBER 10, 2023

Enter IoT device management — the suite of tools and practices designed to monitor, maintain, and update these interconnected devices. Efficient device management allows organizations to handle this vast network without hitches. As these devices multiply, so does the complexity of managing them.

IoT 310

IoT Internet Internet Network 310

Dynatrace

MARCH 29, 2024

AI innovation elevates efficiency and performance of Google Cloud AI adoption is increasingly critical for any organization. Visit Dynatrace booth #1141 during the event to explore how its real-time insights and optimization capabilities ensure seamless scalability and performance.

Google 290

Google Innovation Cloud Analytics 290

Dynatrace

OCTOBER 10, 2023

EdgeConnect facilitates seamless interaction, ensuring data security and operational efficiency. In this hybrid world, IT and business processes often span across a blend of on-premises and SaaS systems, making standardization and automation necessary for efficiency.

Systems 278

Systems Efficiency Internet Internet 278

DZone

FEBRUARY 20, 2024

SIMD Computers Overview SIMD (Single Instruction, Multiple Data) computers represent a class of parallel computing architectures designed to execute a single instruction across multiple data points simultaneously. This approach enables efficient processing of large datasets by applying the same operation to multiple elements concurrently.

Architecture 296

Architecture Processing Efficiency Design 296

DZone

OCTOBER 19, 2023

Virtual threads are a lightweight and efficient alternative to traditional platform threads, designed to simplify concurrent programming and enhance the performance of Java applications. They are designed to address the challenges of writing, maintaining, and optimizing high-throughput concurrent applications.

Virtualization 273

Virtualization Java Performance Games 273

DZone

JUNE 20, 2024

In the vast realm of software development, there's a pursuit for software systems that are not only robust and efficient but can also "heal" themselves. They are designed to detect, diagnose, and resolve issues without human intervention, allowing for higher uptime and reliability.

Strategy 264

Strategy Systems Software Software 264